Causal Inference and Treatment-Effects Estimation Reference Manual
| Publisher: | Stata Press |
| Copyright: | 2023 |
| ISBN-13: | 978-1-59718-374-1 |
| Pages: | 535 |
Suggested citation
StataCorp. 2023. Stata 18 Causal Inference and Treatment-Effects Estimation Reference Manual. College Station, TX: Stata Press.
Supplemental materials
Table of contents
| Intro | Introduction to treatment-effects manual |
| Causal inference commands | Introduction to treatment-effects commands |
| DID intro | Introduction to difference-in-differences estimation |
| didregress | Difference-in-differences estimation |
| didregress postestimation | Postestimation tools for didregress and xtdidregress |
| eteffects | Endogenous treatment-effects estimation |
| eteffects postestimation | Postestimation tools for eteffects |
| etpoisson | Poisson regression with endogenous treatment effects |
| etpoisson postestimation | Postestimation tools for etpoisson |
| etregress | Linear regression with endogenous treatment effects |
| etregress postestimation | Postestimation tools for etregress |
| hdidregress | Heterogeneous difference in differences |
| hdidregress postestimation | Postestimation tools for hdidregress and xthdidregress |
| mediate | Causal mediation analysis |
| mediate postestimation | Postestimation tools for mediate |
| stteffects | Treatment-effects estimation for observational survival-time data |
| stteffects intro | Introduction to treatment effects for observational survival-time data |
| stteffects ipw | Survival-time inverse-probability weighting |
| stteffects ipwra | Survival-time inverse-probability-weighted regression adjustment |
| stteffects postestimation | Postestimation tools for stteffects |
| stteffects ra | Survival-time regression adjustment |
| stteffects wra | Survival-time weighted regression adjustment |
| tebalance | Check balance after teffects or stteffects estimation |
| tebalance box | Covariate balance box |
| tebalance density | Covariate balance density |
| tebalance overid | Test for covariate balance |
| tebalance summarize | Covariate-balance summary statistics |
| teffects | Treatment-effects estimation for observational data |
| teffects intro | Introduction to treatment effects for observational data |
| teffects intro advanced | Advanced introduction to treatment effects for observational data |
| teffects aipw | Augmented inverse-probability weighting |
| teffects ipw | Inverse-probability weighting |
| teffects ipwra | Inverse-probability-weighted regression adjustment |
| teffects multivalued | Multivalued treatment effects |
| teffects nnmatch | Nearest-neighbor matching |
| teffects postestimation | Postestimation tools for teffects |
| teffects psmatch | Propensity-score matching |
| teffects ra | Regression adjustment |
| telasso | Treatment-effects estimation using lasso |
| telasso postestimation | Postestimation tools for telasso |
| teoverlap | Overlap plots |
| xthdidregress | Heterogeneous difference in differences for panel data |
| xthdidregress postestimation | Postestimation tools for xthdidregress |
| Glossary | |
| Combined author index | |
| Combined subject index | |
